CryptoGuard
Crypto risk scanner that detected every major crash in backtesting — 27 days early, on average.
Scan any token by name, ticker, or contract address. Get a deterministic verdict: PROCEED / CAUTION / BLOCK.
Version: 0.6.0 | Live API: https://gpartin--cryptoguard-api-fastapi-app.modal.run | Free tier: 5 calls/day | MCP: 7 tools
Backtest Results
Tested against 7 historical crypto crashes (LUNA, FTX, Celsius, 3AC, UST, SOL/FTX, TITAN) and 4 calm-market control periods. Full methodology and data: CryptoGuard backtest.
| Method | Recall | Avg Lead Time | False Positive Rate |
|---|---|---|---|
| CryptoGuard (WaveGuard engine) | 100% (7/7) | 27.4 days | 6.1% |
| Z-score baseline | 100% (7/7) | 28.4 days | 29.9% |
| Rolling volatility | 86% (6/7) | 15.5 days | 4.0% |
5× fewer false alarms than statistical baselines with the same recall.
Example: FTX Collapse (November 2022)
On October 16, 2022, FTT was trading at $23.73. Z-score analysis saw nothing (score 1.20, PROCEED).
CryptoGuard flagged CAUTION (anomaly score 4.72). The next day it escalated to BLOCK.
